基于分段线性回归和幂律关系的太湖叶绿素a年参考条件估算

Liang Wang, Z. Hua, Wang Yulin
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引用次数: 0

摘要

为改善湖泊水质,应建立湖泊叶绿素- a的参考条件。提出了一种利用分段线性回归估计叶绿素- A参考条件的新方法。该方法可以克服其他方法的缺点,如基于分位数选择的方法,其中包含一定的主观性。利用新方法估算了太湖叶绿素- a的年参考条件。对数-对数分段回归结果表明,太湖叶绿素- a比容(浓度倒数)的分布具有幂律尾巴。分段回归和自举方法都在幂律关系中显示了两个可信的变化点。本研究分析表明,4.4 mg·m−3是太湖叶绿素- a的适宜年参考值。因此,该方法可用于确定其他浅湖叶绿素- a的数值参考条件。
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Estimation of annual reference condition of chlorophyll-a based on the segmental linear regression and power-Law relationship in taihu lake
The reference conditions of Chlorophyll- a in lakes should be established in order to improve the water quality in these water bodies. A new method using segmental linear regression was developed to estimate the reference condition of Chlorophyll- a . The method can overcome the shortcomings of other methods, such as the quantile-selection-based method, which contains a certain level of subjectivity. The new method was used to estimate the annual reference condition of Chlorophyll- a in Taihu Lake. The log–log segmental regression results indicate that the distribution of specific volume (reciprocal of concentration) of Chlorophyll- a in Taihu Lake had a power-law tail. Both segmental regression and bootstrap approaches show two credible change points in the power-law relationship. This study9s analysis shows that the value of 4.4 mg·m −3 was an appropriate annual reference value of Chlorophyll- a in Taihu Lake. Thus, the method would be useful in determining the numerical reference conditions of Chlorophyll- a for other shallow lakes.
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